The International 2018 Stats and Trends

Published: https://www.reddit.com/r/DotA2/comments/9amzvb/the_international_2018_stats_and_trends/


Spectral stats guy here. This post is based on data collected during TI8. You can check out Spectral Alliance TI8 stats hub for detailed stats for TI8 qualifiers, group stage, main event and each day of the tournament separately.

Full report is available here

And here is Spectral Alliance TI8 hub with Pre-TI8 teams stats, TI8 qualifiers, day-by-day reports and so on


Records

Record Match Value Player Hero
GPM Liquid vs iG - game 1 - Group Stage 1,109 iG.Xxs Alchemist
XPM Serenity vs paiN - game 2 - Group Stage 891 Serenity.XinQ Mirana
Kills EG vs OG - game 3 - Main event 31 EG.SumaiL Tiny
Deaths Secret vs OpTic - game 1 - Group Stage 18 OpTic.Peterpandam Ogre Magi
Assists Grand Finals - game 4 35 PSG.LGD.fy Tusk
KDA with 0 deaths Newbee vs VGJ.Storm - game 2 - Group Stage 41.00 Newbee.Sccc Invoker
KDA with 1+ deaths paiN vs Serenity - game 2 - Group Stage 38.00 Serenity.XinQ Mirana
Networth TNC Predator vs Serenity - game 2 - Group Stage 61,431 Serenity.XinQ Alchemist
Last hits Fnatic vs Mineski - game 1 - Group Stage 864 mski亿电竞.Moonn Tinker
Damage to heroes Fnatic vs Mineski - game 1 - Group Stage 79,835 mski亿电竞.Jabz Pugna
Damage to buildings Serenity vs Newbee - game 1 - Group Stage 21,941 Newbee.Sccc Medusa
Hero healing PSG.LGD vs Liquid - game 1 - Group Stage 38,379 Liquid.Gh Io
Damage taken from heroes Fnatic vs Mineski - game 1 - Group Stage 90,811 mski亿电竞.冰冰冰 Wraith King
Efficiency on lane PSG.LGD vs Fnatic - game 1 - Group Stage 123% PSG.LGD.Somnus丶M Alchemist
Observer wards placed Newbee vs Secret - game 1 - Group Stage 32 Newbee.Faith Winter Wyvern
Sentries placed Liquid vs OG - game 1 - Group Stage 61 OG.BigDaddyN0tail Enchantress
Obs Wards destroyed TNC Predator vs Serenity - game 2 - Group Stage 10 Serenity.XCJ Lich
Map pings Fnatic vs Mineski - game 1 - Group Stage 315 mski亿电竞.冰冰冰 Wraith King
Stuns Fnatic vs Mineski - game 1 - Group Stage 273.34 secs Fnatic.Universe Winter Wyvern
Couriers killed by a player TNC Predator vs VGJ.Storm - game 1 - Group Stage 2 OG.Resolut1on Faceless Void

Heroes

Just a quick note before we go: heroes in most contested list are sorted by “Rank”. For those who are wondering how it’s calculated: it’s (wins_picked+wins_banned)/total_matches and then it’s ranked by resulting value.

Hero Matches Contest Rate Rank Matches Picked Winrate Picked Matches Banned Winrate Banned
Weaver 179 91.79% 100.00 62 58.06% 117 52.14%
Enchantress 184 94.36% 99.10 34 55.88% 150 47.33%
Io 173 88.72% 98.20 33 39.39% 140 50.00%
Mirana 140 71.79% 97.30 74 54.05% 66 65.15%
Silencer 165 84.62% 96.40 58 50.00% 107 47.66%
Necrophos 171 87.69% 95.50 57 43.86% 114 47.37%
Tiny 173 88.72% 94.59 78 41.03% 95 47.37%
Wraith King 129 66.15% 93.69 66 51.52% 63 53.97%
Vengeful Spirit 124 63.59% 92.79 89 53.93% 35 45.71%
Broodmother 109 55.90% 91.89 18 66.67% 91 53.85%

First stage of draft

Picks | Bans

Hero Matches Picked Winrate Picked   Hero Matches Banned Winrate Banned
Vengeful Spirit 68 50.0%   Enchantress 144 47.2%
Weaver 52 59.6%   Io 139 50.4%
Silencer 50 50%   Silencer 94 46.8%
Tiny 44 40.9%   Weaver 94 52.1%
Necrophos 43 41.9%   Necrophos 89 47.2%

Most picked hero pairs

This one is sorted by deviation - number of matches played over expected value.

Heroes Matches Winrate Expected matches Deviation Same lane rate
Gyrocopter + Io 21 47.62% 2.9 18.1 (86.30%) 95.24%
Wraith King + Dark Willow 26 61.54% 11.2 14.8 (57.04%) 73.08%
Mirana + Vengeful Spirit 24 66.67% 16.9 7.1 (29.64%) 70.83%
Vengeful Spirit + Weaver 21 47.62% 14.1 6.9 (32.63%) 76.19%
Earthshaker + Silencer 14 64.29% 7.3 6.7 (47.95%) 28.57%
Silencer + Terrorblade 9 66.67% 2.5 6.5 (71.91%) 55.56%

Hero positions

Safelane Core Midlane Core Offlane Core Support
Spectre (32, 56.25% wr) Tiny (37, 29.73%) Wraith King (37, 54.05%) Vengeful Spirit (85, 54.12%)
Weaver (30, 56.67% wr) Lina (35, 60.00%) Mirana (34, 55.88%) Dark Willow (64, 54.69%)
Phantom Lancer (29, 58.62% wr) Storm Spirit (34, 52.94%) Weaver (31, 61.29%) Silencer (58, 50.00%)
Mirana (27, 55.56% wr) Templar Assassin (25, 52.00%) Enchantress (23, 65.22%) Crystal Maiden (52, 50.00%)
Necrophos (25, 28.00% wr) Alchemist (23, 52.17%) Ursa (21, 42.86%) Earthshaker (44, 63.64%)

Just want to note some things:

Some of the highest average values

Limiter for average values was set to 4 (a little bit off Valve’s limiter, but I guess it’s not that big of a deal)

I don’t really want to add all highest average values here, but if you really want to check them out - you can go here: https://spectralalliance.ru/reports/?league=ti8&mod=heroes-haverages

Value 1st place 2nd place 3rd place
Kills Timbersaw (10.0) Gyrocopter (9.59) Invoker (9.46)
Least Deaths Medusa (2.67) Broodmother (3.17) Lycan (3.25)
Assists Tusk (17.87) Nyx Assassin (17.05) Vengeful Spirit (16.99)
GPM Alchemist (847.92) Medusa (703.83) Terrorblade (669.06)
XPM Timbersaw (690.00) Medusa (676.83) Broodmother (668.06)
Last Hits Shadow Fiend (475.83) Terrorblade (437.35) Medusa (427.83)

Players

Some of the highest average values

Pretty much the same situation as for heroes averages. All averages: https://spectralalliance.ru/reports/?league=ti8&mod=players

Value 1st place 2nd place 3rd place
Kills Liquid.Miracle- (11.00) EG.SumaiL (10.22) PSG.LGD.Somnus丶M (9.83)
Least Deaths OG.Resolut1on (3.05) TNC.Raven (3.12) VG.Paparazi灬 (3.15)
Assists EG.Cr1t- (19.11) Liquid.Gh (18.67) VP.Solo (18.64)
GPM Liquid.Miracle- (625.92) EG.SumaiL (619.44) PSG.LGD.Ame (605.53)
XPM PSG.LGD.Somnus丶M (639.33) Liquid.Miracle- (629.96) LSG.LGD.Ame (620.07)
Efficiency on lane TNC.Armel (83%) PSG.LGD.Somnus丶M (82%) iG.Xxs (81%)
Last Hits mski亿电竞.Moonn (341.05) Newbee.Sccc (340.74) paiN.hFn k3 ♥ M (338.13)

Notable participants

Complete Teams Summary

Team Matches Winrate Kills Deaths Assists XPM GPM Hero Pool Match duration
PSG.LGD 30 66.67% 33.77 27.50 67.43 2,639 2,297 53 39:21
OG 29 62.07% 30.00 35.41 66.31 2,393 2,155 47 40:09
Evil Geniuses 27 74.07% 34.52 28.00 77.85 2,575 2,251 39 39:18
Team Secret 26 50.00% 28.85 26.54 68.08 2,297 2,097 58 42:21
Virtus.pro 25 56.00% 31.16 24.36 67.96 2,447 2,127 46 38:54
Team Liquid 24 70.83% 32.50 29.08 67.75 2,528 2,217 48 38:40
OpTic Gaming 24 50.00% 25.08 28.38 53.04 2,288 2,026 52 35:57
VGJ Storm 22 63.64% 29.23 24.45 64.50 2,492 2,246 43 39:36
Winstrike 21 33.33% 22.81 30.76 48.43 2,174 1,938 44 36:28
Vici Gaming 20 45.00% 23.30 26.45 50.55 2,247 1,940 38 37:46
Newbee 19 42.11% 28.79 27.68 64.37 2,449 2,155 39 42:30
mski亿电竞 19 31.58% 24.26 30.95 56.79 2,289 2,088 41 42:29
Team Serenity 19 42.11% 24.63 25.58 49.63 2,286 2,006 35 34:36
Invictus Gaming 18 22.22% 23.94 28.11 54.44 2,286 2,028 47 40:55
TNC Predator 17 41.18% 23.88 27.76 50.41 2,263 2,106 34 43:15
Fnatic 17 41.18% 26.59 26.06 54.18 2,287 2,072 39 42:30
VGJ Thunder 17 35.29% 26.24 28.88 59.53 2,313 2,030 37 38:59
paiN Gaming 16 31.25% 24.63 37.81 51.38 2,334 2,061 43 40:09

Top-4 Teams’ favorite heroes

OG

Favorite Heroes Favorite Pairs
Lina: 8 - 62.50% Earthshaker + Nature’s Prophet: 5 - 80.00%
Invoker: 8 - 62.50% Lina + Chen: 4 - 75.00%
Earthshaker: 8 - 75.00% Lina + Winter Wyvern: 4 - 75.00%
Silencer: 7 - 71.43%  

PSG.LGD

Favorite Heroes Favorite Pairs
Earthshaker: 8 - 87.50% Earthshaker + Enchantress: 4 - 100.00%
Enchantress: 7 - 57.14% Gyrocopter + Io: 4 - 75.00%
Tiny: 7 - 85.71% Earthshaker + Clinkz: 3 - 100.00%
Bane: 6 - 83.33%  

EG

Favorite Heroes Favorite Pairs
Ursa: 8 - 87.50% Lich + Spectre: 4 - 50.00%
Phoenix: 8 - 75.00% Ursa + Phoenix: 3 - 100.00%
Crystal Maiden: 7 - 85.71% Wraith King + Dark Willow: 3 - 100.00%
Tiny: 7 - 42.86%  

Liquid

Favorite Heroes Favorite Pairs
Vengeful Spirit: 11 - 72.73% Vengeful Spirit + Earth Spirit: 3 - 100.00%
Broodmother: 7 - 100.00% Vengeful Spirit + Broodmother: 3 - 100.00%
Ursa: 5 - 80.00% Broodmother + Batrider: 3 - 100.00%
Earth Spirit: 5 - 100.00%  

Notable matches

Interesting facts


And yet again, full report is available here

Spectral Alliance TI8 stats hub

I’ve also updated SA twitter account and publish english version of all the news and updates related to Spectral Alliance, stats and meta trends posts.

Thanks to OpenDota and Stratz for their awesome APIs. And thanks to Speedy Gonzales for his patreon subscription.